Task 3221099
| Name | EightBitModified-1605455623-1719-2_1 |
| Workunit | 1453137 |
| Created | 9 Dec 2020, 23:47:43 UTC |
| Sent | 10 Dec 2020, 0:13:28 UTC |
| Report deadline | 17 Dec 2020, 0:13:28 UTC |
| Received | 10 Dec 2020, 15:32:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 57 sec |
| CPU time | 27 min 54 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.000332561 | Time: 1644.74 ms [2020-12-10 09:18:14 main:581] : INFO : Epoch 526 | loss: 0.000278846 | val_loss: 0.000213938 | Time: 1623.98 ms [2020-12-10 09:18:16 main:581] : INFO : Epoch 527 | loss: 0.000170723 | val_loss: 0.000166639 | Time: 1625.89 ms [2020-12-10 09:18:17 main:581] : INFO : Epoch 528 | loss: 0.000147196 | val_loss: 0.000159449 | Time: 1621.09 ms [2020-12-10 09:18:19 main:581] : INFO : Epoch 529 | loss: 0.000154844 | val_loss: 0.000191046 | Time: 1614.45 ms [2020-12-10 09:18:20 main:581] : INFO : Epoch 530 | loss: 0.000151631 | val_loss: 0.00015871 | Time: 1613.59 ms [2020-12-10 09:18:22 main:581] : INFO : Epoch 531 | loss: 0.000162236 | val_loss: 0.000254257 | Time: 1640.8 ms [2020-12-10 09:18:24 main:581] : INFO : Epoch 532 | loss: 0.000181705 | val_loss: 0.000167624 | Time: 1626.3 ms [2020-12-10 09:18:25 main:581] : INFO : Epoch 533 | loss: 0.000148036 | val_loss: 0.000162749 | Time: 1640.86 ms [2020-12-10 09:18:27 main:581] : INFO : Epoch 534 | loss: 0.000191773 | val_loss: 0.000243203 | Time: 1625.11 ms [2020-12-10 09:18:29 main:581] : INFO : Epoch 535 | loss: 0.00666039 | val_loss: 0.0268814 | Time: 1637.16 ms [2020-12-10 09:18:30 main:581] : INFO : Epoch 536 | loss: 0.020212 | val_loss: 0.0104253 | Time: 1621.18 ms [2020-12-10 09:18:32 main:581] : INFO : Epoch 537 | loss: 0.0066766 | val_loss: 0.00411796 | Time: 1636.32 ms [2020-12-10 09:18:33 main:581] : INFO : Epoch 538 | loss: 0.00337065 | val_loss: 0.00280577 | Time: 1632.44 ms [2020-12-10 09:18:35 main:581] : INFO : Epoch 539 | loss: 0.00248889 | val_loss: 0.00229679 | Time: 1634.47 ms [2020-12-10 09:18:37 main:581] : INFO : Epoch 540 | loss: 0.00206243 | val_loss: 0.00188972 | Time: 1635.46 ms [2020-12-10 09:18:38 main:581] : INFO : Epoch 541 | loss: 0.00171403 | val_loss: 0.00161443 | Time: 1643.94 ms [2020-12-10 09:18:40 main:581] : INFO : Epoch 542 | loss: 0.00150899 | val_loss: 0.00147226 | Time: 1629.42 ms [2020-12-10 09:18:42 main:581] : INFO : Epoch 543 | loss: 0.00139748 | val_loss: 0.00138837 | Time: 1620.64 ms [2020-12-10 09:18:43 main:581] : INFO : Epoch 544 | loss: 0.00132812 | val_loss: 0.00132119 | Time: 1628.28 ms [2020-12-10 09:18:45 main:581] : INFO : Epoch 545 | loss: 0.00126638 | val_loss: 0.00126506 | Time: 1640.29 ms [2020-12-10 09:18:47 main:581] : INFO : Epoch 546 | loss: 0.00121974 | val_loss: 0.00122695 | Time: 1650.75 ms [2020-12-10 09:18:48 main:581] : INFO : Epoch 547 | loss: 0.00120666 | val_loss: 0.00125653 | Time: 1653.04 ms [2020-12-10 09:18:50 main:581] : INFO : Epoch 548 | loss: 0.00117173 | val_loss: 0.00117173 | Time: 1637.43 ms [2020-12-10 09:18:51 main:581] : INFO : Epoch 549 | loss: 0.00113454 | val_loss: 0.00114159 | Time: 1626.13 ms [2020-12-10 09:18:53 main:581] : INFO : Epoch 550 | loss: 0.00110415 | val_loss: 0.00111971 | Time: 1635.15 ms [2020-12-10 09:18:55 main:581] : INFO : Epoch 551 | loss: 0.00109313 | val_loss: 0.00113503 | Time: 1659.12 ms [2020-12-10 09:18:56 main:581] : INFO : Epoch 552 | loss: 0.00110766 | val_loss: 0.00110869 | Time: 1637.03 ms [2020-12-10 09:18:58 main:581] : INFO : Epoch 553 | loss: 0.00106047 | val_loss: 0.00106638 | Time: 1650.34 ms [2020-12-10 09:19:00 main:581] : INFO : Epoch 554 | loss: 0.00103445 | val_loss: 0.00105502 | Time: 1628.42 ms [2020-12-10 09:19:01 main:581] : INFO : Epoch 555 | loss: 0.00108295 | val_loss: 0.00110425 | Time: 1637.16 ms [2020-12-10 09:19:03 main:581] : INFO : Epoch 556 | loss: 0.00102232 | val_loss: 0.00103102 | Time: 1631.33 ms [2020-12-10 09:19:05 main:581] : INFO : Epoch 557 | loss: 0.0009965 | val_loss: 0.00101246 | Time: 1623.1 ms [2020-12-10 09:19:06 main:581] : INFO : Epoch 558 | loss: 0.000987398 | val_loss: 0.00101792 | Time: 1630.21 ms [2020-12-10 09:19:08 main:581] : INFO : Epoch 559 | loss: 0.00108 | val_loss: 0.00102983 | Time: 1642.15 ms [2020-12-10 09:19:09 main:581] : INFO : Epoch 560 | loss: 0.000991325 | val_loss: 0.000983978 | Time: 1630.71 ms [2020-12-10 09:19:11 main:581] : INFO : Epoch 561 | loss: 0.000961797 | val_loss: 0.000977388 | Time: 1623.5 ms [2020-12-10 09:19:13 main:581] : INFO : Epoch 562 | loss: 0.000948405 | val_loss: 0.000966291 | Time: 1633.67 ms [2020-12-10 09:19:14 main:581] : INFO : Epoch 563 | loss: 0.000967223 | val_loss: 0.00125092 | Time: 1632.49 ms [2020-12-10 09:19:16 main:581] : INFO : Epoch 564 | loss: 0.00121978 | val_loss: 0.00103906 | Time: 1627.8 ms [2020-12-10 09:19:18 main:581] : INFO : Epoch 565 | loss: 0.000978532 | val_loss: 0.000965707 | Time: 1642.24 ms [2020-12-10 09:19:19 main:581] : INFO : Epoch 566 | loss: 0.000935952 | val_loss: 0.000948713 | Time: 1648.78 ms [2020-12-10 09:19:21 main:581] : INFO : Epoch 567 | loss: 0.000917864 | val_loss: 0.00093266 | Time: 1665.75 ms [2020-12-10 09:19:23 main:581] : INFO : Epoch 568 | loss: 0.000908452 | val_loss: 0.00092587 | Time: 1669.45 ms [2020-12-10 09:19:24 main:581] : INFO : Epoch 569 | loss: 0.000901683 | val_loss: 0.000916808 | Time: 1645.72 ms [2020-12-10 09:19:26 main:581] : INFO : Epoch 570 | loss: 0.00103814 | val_loss: 0.00118949 | Time: 1641.76 ms [2020-12-10 09:19:28 main:581] : INFO : Epoch 571 | loss: 0.00101986 | val_loss: 0.000952007 | Time: 1646.01 ms [2020-12-10 09:19:29 main:581] : INFO : Epoch 572 | loss: 0.000916154 | val_loss: 0.000912258 | Time: 1665.37 ms [2020-12-10 09:19:31 main:581] : INFO : Epoch 573 | loss: 0.000888902 | val_loss: 0.000905403 | Time: 1658.53 ms [2020-12-10 09:19:32 main:581] : INFO : Epoch 574 | loss: 0.000960956 | val_loss: 0.000911342 | Time: 1642.08 ms [2020-12-10 09:19:34 main:581] : INFO : Epoch 575 | loss: 0.000899036 | val_loss: 0.000899076 | Time: 1661.14 ms [2020-12-10 09:19:36 main:581] : INFO : Epoch 576 | loss: 0.00087508 | val_loss: 0.00088587 | Time: 1655.34 ms [2020-12-10 09:19:37 main:581] : INFO : Epoch 577 | loss: 0.000863279 | val_loss: 0.000881575 | Time: 1627.34 ms [2020-12-10 09:19:39 main:581] : INFO : Epoch 578 | loss: 0.00103075 | val_loss: 0.00109277 | Time: 1618.89 ms [2020-12-10 09:19:41 main:581] : INFO : Epoch 579 | loss: 0.000928381 | val_loss: 0.00089372 | Time: 1640.1 ms [2020-12-10 09:19:42 main:581] : INFO : Epoch 580 | loss: 0.000867922 | val_loss: 0.000874685 | Time: 1683.8 ms [2020-12-10 09:19:44 main:581] : INFO : Epoch 581 | loss: 0.000862445 | val_loss: 0.000922145 | Time: 1655.86 ms [2020-12-10 09:19:46 main:581] : INFO : Epoch 582 | loss: 0.000920664 | val_loss: 0.00087483 | Time: 1632.01 ms [2020-12-10 09:19:47 main:581] : INFO : Epoch 583 | loss: 0.000834588 | val_loss: 0.000832514 | Time: 1643.82 ms [2020-12-10 09:19:49 main:581] : INFO : Epoch 584 | loss: 0.000878635 | val_loss: 0.000928456 | Time: 1645 ms [2020-12-10 09:19:51 main:581] : INFO : Epoch 585 | loss: 0.000805479 | val_loss: 0.000790099 | Time: 1647.96 ms [2020-12-10 09:19:52 main:581] : INFO : Epoch 586 | loss: 0.000764082 | val_loss: 0.000776042 | Time: 1645.26 ms [2020-12-10 09:19:54 main:581] : INFO : Epoch 587 | loss: 0.000781286 | val_loss: 0.0011423 | Time: 1618.1 ms [2020-12-10 09:19:56 main:581] : INFO : Epoch 588 | loss: 0.00100659 | val_loss: 0.000864152 | Time: 1644.59 ms [2020-12-10 09:19:57 main:581] : INFO : Epoch 589 | loss: 0.000792741 | val_loss: 0.000779255 | Time: 1623.11 ms [2020-12-10 09:19:59 main:581] : INFO : Epoch 590 | loss: 0.000760225 | val_loss: 0.000774057 | Time: 1633.47 ms [2020-12-10 09:20:00 main:581] : INFO : Epoch 591 | loss: 0.000820146 | val_loss: 0.000776258 | Time: 1633.91 ms [2020-12-10 09:20:02 main:581] : INFO : Epoch 592 | loss: 0.000760382 | val_loss: 0.000756256 | Time: 1632.05 ms [2020-12-10 09:20:04 main:581] : INFO : Epoch 593 | loss: 0.00073634 | val_loss: 0.000748746 | Time: 1648.82 ms [2020-12-10 09:20:05 main:581] : INFO : Epoch 594 | loss: 0.000734481 | val_loss: 0.000785617 | Time: 1614.94 ms [2020-12-10 09:20:07 main:581] : INFO : Epoch 595 | loss: 0.00087226 | val_loss: 0.000839128 | Time: 1617.55 ms [2020-12-10 09:20:09 main:581] : INFO : Epoch 596 | loss: 0.000758726 | val_loss: 0.000763169 | Time: 1617.31 ms [2020-12-10 09:20:10 main:581] : INFO : Epoch 597 | loss: 0.000737559 | val_loss: 0.00080534 | Time: 1605 ms [2020-12-10 09:20:12 main:581] : INFO : Epoch 598 | loss: 0.000801938 | val_loss: 0.000775963 | Time: 1614.49 ms [2020-12-10 09:20:13 main:581] : INFO : Epoch 599 | loss: 0.000744199 | val_loss: 0.000743886 | Time: 1611.28 ms [2020-12-10 09:20:15 main:581] : INFO : Epoch 600 | loss: 0.000785408 | val_loss: 0.00107481 | Time: 1629.43 ms [2020-12-10 09:20:17 main:581] : INFO : Epoch 601 | loss: 0.000808786 | val_loss: 0.000741036 | Time: 1613.19 ms [2020-12-10 09:20:18 main:581] : INFO : Epoch 602 | loss: 0.000729719 | val_loss: 0.000812548 | Time: 1624.27 ms [2020-12-10 09:20:20 main:581] : INFO : Epoch 603 | loss: 0.000894418 | val_loss: 0.000790781 | Time: 1626.54 ms [2020-12-10 09:20:21 main:581] : INFO : Epoch 604 | loss: 0.000739965 | val_loss: 0.000741364 | Time: 1615.39 ms [2020-12-10 09:20:23 main:581] : INFO : Epoch 605 | loss: 0.000711401 | val_loss: 0.000722209 | Time: 1602.43 ms [2020-12-10 09:20:25 main:581] : INFO : Epoch 606 | loss: 0.000858718 | val_loss: 0.000833905 | Time: 1607.01 ms [2020-12-10 09:20:26 main:581] : INFO : Epoch 607 | loss: 0.000785537 | val_loss: 0.000729486 | Time: 1605.88 ms [2020-12-10 09:20:28 main:581] : INFO : Epoch 608 | loss: 0.000717213 | val_loss: 0.000726759 | Time: 1600.19 ms [2020-12-10 09:20:30 main:581] : INFO : Epoch 609 | loss: 0.000706857 | val_loss: 0.000740821 | Time: 1620.76 ms [2020-12-10 09:20:31 main:581] : INFO : Epoch 610 | loss: 0.000723892 | val_loss: 0.000710338 | Time: 1623.44 ms [2020-12-10 09:20:33 main:581] : INFO : Epoch 611 | loss: 0.000701488 | val_loss: 0.000761795 | Time: 1614.01 ms [2020-12-10 09:20:34 main:581] : INFO : Epoch 612 | loss: 0.000806315 | val_loss: 0.000742389 | Time: 1621.44 ms [2020-12-10 09:20:36 main:581] : INFO : Epoch 613 | loss: 0.000723131 | val_loss: 0.000739255 | Time: 1618.23 ms [2020-12-10 09:20:38 main:581] : INFO : Epoch 614 | loss: 0.000701635 | val_loss: 0.000721688 | Time: 1624.42 ms [2020-12-10 09:20:39 main:581] : INFO : Epoch 615 | loss: 0.000873685 | val_loss: 0.000808748 | Time: 1623.59 ms [2020-12-10 09:20:41 main:581] : INFO : Epoch 616 | loss: 0.000737068 | val_loss: 0.000706634 | Time: 1622.98 ms [2020-12-10 09:20:42 main:581] : INFO : Epoch 617 | loss: 0.000696204 | val_loss: 0.000765036 | Time: 1622.17 ms [2020-12-10 09:20:44 main:581] : INFO : Epoch 618 | loss: 0.000875696 | val_loss: 0.000778074 | Time: 1623 ms [2020-12-10 09:20:46 main:581] : INFO : Epoch 619 | loss: 0.000715677 | val_loss: 0.000716272 | Time: 1621.07 ms [2020-12-10 09:20:47 main:581] : INFO : Epoch 620 | loss: 0.000687557 | val_loss: 0.000696754 | Time: 1626.38 ms [2020-12-10 09:20:49 main:581] : INFO : Epoch 621 | loss: 0.000678892 | val_loss: 0.000689208 | Time: 1620.79 ms [2020-12-10 09:20:51 main:581] : INFO : Epoch 622 | loss: 0.000957887 | val_loss: 0.00086771 | Time: 1612.46 ms [2020-12-10 09:20:52 main:581] : INFO : Epoch 623 | loss: 0.000779829 | val_loss: 0.000726037 | Time: 1609.53 ms [2020-12-10 09:20:54 main:581] : INFO : Epoch 624 | loss: 0.000695888 | val_loss: 0.000697855 | Time: 1634.44 ms [2020-12-10 09:20:55 main:581] : INFO : Epoch 625 | loss: 0.000677252 | val_loss: 0.000687803 | Time: 1622.94 ms [2020-12-10 09:20:57 main:581] : INFO : Epoch 626 | loss: 0.00066878 | val_loss: 0.00068142 | Time: 1616.07 ms [2020-12-10 09:20:59 main:581] : INFO : Epoch 627 | loss: 0.000721452 | val_loss: 0.00111304 | Time: 1629.83 ms [2020-12-10 09:21:00 main:581] : INFO : Epoch 628 | loss: 0.000812526 | val_loss: 0.000725315 | Time: 1633.66 ms [2020-12-10 09:21:02 main:581] : INFO : Epoch 629 | loss: 0.000685881 | val_loss: 0.000686258 | Time: 1631.75 ms [2020-12-10 09:21:04 main:581] : INFO : Epoch 630 | loss: 0.000684401 | val_loss: 0.000754911 | Time: 1623.85 ms [2020-12-10 09:21:05 main:581] : INFO : Epoch 631 | loss: 0.000743606 | val_loss: 0.000685444 | Time: 1627.8 ms [2020-12-10 09:21:07 main:581] : INFO : Epoch 632 | loss: 0.000669782 | val_loss: 0.000675589 | Time: 1627.33 ms [2020-12-10 09:21:08 main:581] : INFO : Epoch 633 | loss: 0.000662987 | val_loss: 0.000698168 | Time: 1612.11 ms [2020-12-10 09:21:10 main:581] : INFO : Epoch 634 | loss: 0.000872514 | val_loss: 0.000731279 | Time: 1629.03 ms [2020-12-10 09:21:12 main:581] : INFO : Epoch 635 | loss: 0.000707574 | val_loss: 0.00069597 | Time: 1629.61 ms [2020-12-10 09:21:13 main:581] : INFO : Epoch 636 | loss: 0.000666791 | val_loss: 0.000676132 | Time: 1623.63 ms [2020-12-10 09:21:15 main:581] : INFO : Epoch 637 | loss: 0.000687983 | val_loss: 0.000862502 | Time: 1633.41 ms [2020-12-10 09:21:17 main:581] : INFO : Epoch 638 | loss: 0.000744284 | val_loss: 0.000700595 | Time: 1619.3 ms [2020-12-10 09:21:18 main:581] : INFO : Epoch 639 | loss: 0.000666237 | val_loss: 0.000675272 | Time: 1626.96 ms [2020-12-10 09:21:20 main:581] : INFO : Epoch 640 | loss: 0.000752535 | val_loss: 0.000718131 | Time: 1630.56 ms [2020-12-10 09:21:21 main:581] : INFO : Epoch 641 | loss: 0.000680893 | val_loss: 0.000673275 | Time: 1627.26 ms [2020-12-10 09:21:23 main:581] : INFO : Epoch 642 | loss: 0.000656285 | val_loss: 0.000684929 | Time: 1636.38 ms [2020-12-10 09:21:25 main:581] : INFO : Epoch 643 | loss: 0.000777351 | val_loss: 0.000699407 | Time: 1625.23 ms [2020-12-10 09:21:26 main:581] : INFO : Epoch 644 | loss: 0.000682743 | val_loss: 0.000689112 | Time: 1620.04 ms [2020-12-10 09:21:28 main:581] : INFO : Epoch 645 | loss: 0.000809304 | val_loss: 0.000765806 | Time: 1630.89 ms [2020-12-10 09:21:30 main:581] : INFO : Epoch 646 | loss: 0.000694845 | val_loss: 0.00067194 | Time: 1631.37 ms [2020-12-10 09:21:31 main:581] : INFO : Epoch 647 | loss: 0.000652313 | val_loss: 0.000659168 | Time: 1627.81 ms [2020-12-10 09:21:33 main:581] : INFO : Epoch 648 | loss: 0.00064694 | val_loss: 0.000679207 | Time: 1621.72 ms [2020-12-10 09:21:34 main:581] : INFO : Epoch 649 | loss: 0.000719802 | val_loss: 0.000707768 | Time: 1615.67 ms [2020-12-10 09:21:36 main:581] : INFO : Epoch 650 | loss: 0.000674248 | val_loss: 0.000766365 | Time: 1644.74 ms [2020-12-10 09:21:38 main:581] : INFO : Epoch 651 | loss: 0.000703701 | val_loss: 0.000677375 | Time: 1631.04 ms [2020-12-10 09:21:39 main:581] : INFO : Epoch 652 | loss: 0.000679306 | val_loss: 0.000861011 | Time: 1654.9 ms [2020-12-10 09:21:41 main:581] : INFO : Epoch 653 | loss: 0.000758962 | val_loss: 0.000685671 | Time: 1608.85 ms [2020-12-10 09:21:43 main:581] : INFO : Epoch 654 | loss: 0.000649857 | val_loss: 0.000654962 | Time: 1615.82 ms [2020-12-10 09:21:44 main:581] : INFO : Epoch 655 | loss: 0.000750436 | val_loss: 0.000737865 | Time: 1625.93 ms [2020-12-10 09:21:46 main:581] : INFO : Epoch 656 | loss: 0.00068435 | val_loss: 0.000671277 | Time: 1630.74 ms [2020-12-10 09:21:48 main:581] : INFO : Epoch 657 | loss: 0.000681483 | val_loss: 0.00100062 | Time: 1643.08 ms [2020-12-10 09:21:49 main:581] : INFO : Epoch 658 | loss: 0.000802759 | val_loss: 0.000670358 | Time: 1662.66 ms [2020-12-10 09:21:51 main:581] : INFO : Epoch 659 | loss: 0.000655647 | val_loss: 0.000660065 | Time: 1629.93 ms [2020-12-10 09:21:52 main:581] : INFO : Epoch 660 | loss: 0.000635545 | val_loss: 0.000650279 | Time: 1618.91 ms [2020-12-10 09:21:54 main:581] : INFO : Epoch 661 | loss: 0.00069044 | val_loss: 0.000660436 | Time: 1607.8 ms [2020-12-10 09:21:56 main:581] : INFO : Epoch 662 | loss: 0.000645181 | val_loss: 0.00064857 | Time: 1617.73 ms [2020-12-10 09:21:57 main:581] : INFO : Epoch 663 | loss: 0.000716749 | val_loss: 0.00108307 | Time: 1607.19 ms [2020-12-10 09:21:59 main:581] : INFO : Epoch 664 | loss: 0.000784049 | val_loss: 0.000693771 | Time: 1624.67 ms [2020-12-10 09:22:01 main:581] : INFO : Epoch 665 | loss: 0.000651673 | val_loss: 0.000646506 | Time: 1629.87 ms [2020-12-10 09:22:02 main:581] : INFO : Epoch 666 | loss: 0.000626395 | val_loss: 0.000633512 | Time: 1618.1 ms [2020-12-10 09:22:04 main:581] : INFO : Epoch 667 | loss: 0.000632598 | val_loss: 0.000669664 | Time: 1615.57 ms [2020-12-10 09:22:05 main:581] : INFO : Epoch 668 | loss: 0.0010913 | val_loss: 0.000981984 | Time: 1615.66 ms [2020-12-10 09:22:07 main:581] : INFO : Epoch 669 | loss: 0.000814905 | val_loss: 0.000726971 | Time: 1619.79 ms [2020-12-10 09:22:09 main:581] : INFO : Epoch 670 | loss: 0.000671042 | val_loss: 0.000656705 | Time: 1613.93 ms [2020-12-10 09:22:10 main:581] : INFO : Epoch 671 | loss: 0.000637059 | val_loss: 0.000642412 | Time: 1616.45 ms [2020-12-10 09:22:12 main:581] : INFO : Epoch 672 | loss: 0.000626021 | val_loss: 0.000636927 | Time: 1612.82 ms [2020-12-10 09:22:13 main:581] : INFO : Epoch 673 | loss: 0.000622623 | val_loss: 0.000635219 | Time: 1622.28 ms [2020-12-10 09:22:15 main:581] : INFO : Epoch 674 | loss: 0.000619261 | val_loss: 0.000630266 | Time: 1632.41 ms [2020-12-10 09:22:17 main:581] : INFO : Epoch 675 | loss: 0.000689456 | val_loss: 0.00135051 | Time: 1623.58 ms [2020-12-10 09:22:18 main:581] : INFO : Epoch 676 | loss: 0.000845453 | val_loss: 0.000702072 | Time: 1610.13 ms [2020-12-10 09:22:20 main:581] : INFO : Epoch 677 | loss: 0.00065667 | val_loss: 0.000647954 | Time: 1626.54 ms [2020-12-10 09:22:22 main:581] : INFO : Epoch 678 | loss: 0.000625522 | val_loss: 0.000633898 | Time: 1631.52 ms [2020-12-10 09:22:23 main:581] : INFO : Epoch 679 | loss: 0.000655968 | val_loss: 0.000658209 | Time: 1623.79 ms [2020-12-10 09:22:25 main:581] : INFO : Epoch 680 | loss: 0.000626769 | val_loss: 0.000630914 | Time: 1619.36 ms [2020-12-10 09:22:26 main:581] : INFO : Epoch 681 | loss: 0.000637196 | val_loss: 0.000720655 | Time: 1625.56 ms [2020-12-10 09:22:28 main:581] : INFO : Epoch 682 | loss: 0.000675658 | val_loss: 0.000641282 | Time: 1619.53 ms [2020-12-10 09:22:30 main:581] : INFO : Epoch 683 | loss: 0.000625687 | val_loss: 0.000624576 | Time: 1623.27 ms [2020-12-10 09:22:31 main:581] : INFO : Epoch 684 | loss: 0.000619803 | val_loss: 0.000683677 | Time: 1619.04 ms [2020-12-10 09:22:33 main:581] : INFO : Epoch 685 | loss: 0.000852738 | val_loss: 0.000822417 | Time: 1624.17 ms [2020-12-10 09:22:35 main:581] : INFO : Epoch 686 | loss: 0.00070152 | val_loss: 0.000655931 | Time: 1623.97 ms [2020-12-10 09:22:36 main:581] : INFO : Epoch 687 | loss: 0.000633694 | val_loss: 0.000630555 | Time: 1622.03 ms [2020-12-10 09:22:38 main:581] : INFO : Epoch 688 | loss: 0.000613967 | val_loss: 0.000619353 | Time: 1624.99 ms [2020-12-10 09:22:39 main:581] : INFO : Epoch 689 | loss: 0.000618891 | val_loss: 0.00063626 | Time: 1621 ms [2020-12-10 09:22:41 main:581] : INFO : Epoch 690 | loss: 0.000688985 | val_loss: 0.000654868 | Time: 1619.09 ms [2020-12-10 09:22:43 main:581] : INFO : Epoch 691 | loss: 0.000645168 | val_loss: 0.000631116 | Time: 1619.11 ms [2020-12-10 09:22:44 main:581] : INFO : Epoch 692 | loss: 0.000643907 | val_loss: 0.000651743 | Time: 1617.25 ms [2020-12-10 09:22:46 main:581] : INFO : Epoch 693 | loss: 0.000621921 | val_loss: 0.000637525 | Time: 1625.66 ms [2020-12-10 09:22:48 main:581] : INFO : Epoch 694 | loss: 0.000742365 | val_loss: 0.000691699 | Time: 1629.98 ms [2020-12-10 09:22:49 main:581] : INFO : Epoch 695 | loss: 0.000658156 | val_loss: 0.000634621 | Time: 1627.58 ms [2020-12-10 09:22:51 main:581] : INFO : Epoch 696 | loss: 0.000612753 | val_loss: 0.000616576 | Time: 1614.08 ms [2020-12-10 09:22:52 main:581] : INFO : Epoch 697 | loss: 0.000608348 | val_loss: 0.000636459 | Time: 1617.93 ms [2020-12-10 09:22:54 main:581] : INFO : Epoch 698 | loss: 0.000872027 | val_loss: 0.000737417 | Time: 1614.72 ms [2020-12-10 09:22:56 main:581] : INFO : Epoch 699 | loss: 0.000707292 | val_loss: 0.000644803 | Time: 1620.35 ms [2020-12-10 09:22:57 main:581] : INFO : Epoch 700 | loss: 0.00062439 | val_loss: 0.000622942 | Time: 1615.9 ms [2020-12-10 09:22:59 main:581] : INFO : Epoch 701 | loss: 0.000605527 | val_loss: 0.000629291 | Time: 1612.72 ms [2020-12-10 09:23:01 main:581] : INFO : Epoch 702 | loss: 0.000614404 | val_loss: 0.000618336 | Time: 1621.32 ms [2020-12-10 09:23:02 main:581] : INFO : Epoch 703 | loss: 0.000625548 | val_loss: 0.000769535 | Time: 1630.18 ms [2020-12-10 09:23:04 main:581] : INFO : Epoch 704 | loss: 0.000730218 | val_loss: 0.000630919 | Time: 1636.75 ms [2020-12-10 09:23:05 main:581] : INFO : Epoch 705 | loss: 0.000610954 | val_loss: 0.000621433 | Time: 1626.9 ms [2020-12-10 09:23:07 main:581] : INFO : Epoch 706 | loss: 0.000610418 | val_loss: 0.000620684 | Time: 1627.16 ms [2020-12-10 09:23:09 main:581] : INFO : Epoch 707 | loss: 0.000647725 | val_loss: 0.000781402 | Time: 1626.24 ms [2020-12-10 09:23:10 main:581] : INFO : Epoch 708 | loss: 0.000691181 | val_loss: 0.000625939 | Time: 1632.61 ms [2020-12-10 09:23:12 main:581] : INFO : Epoch 709 | loss: 0.000612947 | val_loss: 0.000612124 | Time: 1624.76 ms [2020-12-10 09:23:14 main:581] : INFO : Epoch 710 | loss: 0.000598363 | val_loss: 0.000628754 | Time: 1617.17 ms [2020-12-10 09:23:15 main:581] : INFO : Epoch 711 | loss: 0.000815412 | val_loss: 0.000775122 | Time: 1632.19 ms [2020-12-10 09:23:17 main:581] : INFO : Epoch 712 | loss: 0.000674387 | val_loss: 0.00063304 | Time: 1626.13 ms [2020-12-10 09:23:18 main:581] : INFO : Epoch 713 | loss: 0.000608047 | val_loss: 0.000616134 | Time: 1619.5 ms [2020-12-10 09:23:20 main:581] : INFO : Epoch 714 | loss: 0.000598838 | val_loss: 0.000609214 | Time: 1614.8 ms [2020-12-10 09:23:22 main:581] : INFO : Epoch 715 | loss: 0.000751686 | val_loss: 0.000750603 | Time: 1616.79 ms [2020-12-10 09:23:23 main:581] : INFO : Epoch 716 | loss: 0.000663327 | val_loss: 0.000643071 | Time: 1623.51 ms [2020-12-10 09:23:25 main:581] : INFO : Epoch 717 | loss: 0.000609775 | val_loss: 0.000604174 | Time: 1641.04 ms [2020-12-10 09:23:27 main:581] : INFO : Epoch 718 | loss: 0.000596146 | val_loss: 0.000610598 | Time: 1629.42 ms [2020-12-10 09:23:28 main:581] : INFO : Epoch 719 | loss: 0.000598005 | val_loss: 0.000670207 | Time: 1620.63 ms [2020-12-10 09:23:30 main:581] : INFO : Epoch 720 | loss: 0.000756883 | val_loss: 0.000665705 | Time: 1626.44 ms [2020-12-10 09:23:31 main:581] : INFO : Epoch 721 | loss: 0.000700256 | val_loss: 0.000881341 | Time: 1627.96 ms [2020-12-10 09:23:33 main:581] : INFO : Epoch 722 | loss: 0.000658486 | val_loss: 0.00063027 | Time: 1626.04 ms [2020-12-10 09:23:35 main:581] : INFO : Epoch 723 | loss: 0.00059872 | val_loss: 0.000601858 | Time: 1627.33 ms [2020-12-10 09:23:36 main:581] : INFO : Epoch 724 | loss: 0.000602367 | val_loss: 0.000668427 | Time: 1627.16 ms [2020-12-10 09:23:38 main:581] : INFO : Epoch 725 | loss: 0.000620554 | val_loss: 0.000613946 | Time: 1634.38 ms [2020-12-10 09:23:40 main:581] : INFO : Epoch 726 | loss: 0.000597423 | val_loss: 0.000624557 | Time: 1628.91 ms [2020-12-10 09:23:41 main:581] : INFO : Epoch 727 | loss: 0.000812029 | val_loss: 0.000656309 | Time: 1628.33 ms [2020-12-10 09:23:43 main:581] : INFO : Epoch 728 | loss: 0.000650149 | val_loss: 0.000618662 | Time: 1628.16 ms [2020-12-10 09:23:44 main:581] : INFO : Epoch 729 | loss: 0.00059839 | val_loss: 0.000604318 | Time: 1632.12 ms [2020-12-10 09:23:46 main:581] : INFO : Epoch 730 | loss: 0.000596155 | val_loss: 0.000702226 | Time: 1626.87 ms [2020-12-10 09:23:48 main:581] : INFO : Epoch 731 | loss: 0.000722069 | val_loss: 0.000638674 | Time: 1631.18 ms [2020-12-10 09:23:49 main:581] : INFO : Epoch 732 | loss: 0.000612019 | val_loss: 0.000619233 | Time: 1611.85 ms [2020-12-10 09:23:51 main:581] : INFO : Epoch 733 | loss: 0.000633536 | val_loss: 0.000705289 | Time: 1630.03 ms [2020-12-10 09:23:53 main:581] : INFO : Epoch 734 | loss: 0.000609558 | val_loss: 0.000599647 | Time: 1620.54 ms [2020-12-10 09:23:54 main:581] : INFO : Epoch 735 | loss: 0.00058377 | val_loss: 0.000591901 | Time: 1620.79 ms [2020-12-10 09:23:56 main:581] : INFO : Epoch 736 | loss: 0.000632743 | val_loss: 0.000743432 | Time: 1624.37 ms [2020-12-10 09:23:57 main:581] : INFO : Epoch 737 | loss: 0.000723202 | val_loss: 0.00064847 | Time: 1610.4 ms [2020-12-10 09:23:59 main:581] : INFO : Epoch 738 | loss: 0.000609431 | val_loss: 0.000602296 | Time: 1626.74 ms [2020-12-10 09:24:01 main:581] : INFO : Epoch 739 | loss: 0.000586619 | val_loss: 0.000599583 | Time: 1636.56 ms [2020-12-10 09:24:02 main:581] : INFO : Epoch 740 | loss: 0.000781939 | val_loss: 0.000753916 | Time: 1613.92 ms [2020-12-10 09:24:04 main:581] : INFO : Epoch 741 | loss: 0.000638979 | val_loss: 0.000630278 | Time: 1634.7 ms [2020-12-10 09:24:06 main:581] : INFO : Epoch 742 | loss: 0.000643816 | val_loss: 0.000603031 | Time: 1634.46 ms [2020-12-10 09:24:07 main:581] : INFO : Epoch 743 | loss: 0.000596363 | val_loss: 0.00059638 | Time: 1659.61 ms [2020-12-10 09:24:09 main:581] : INFO : Epoch 744 | loss: 0.000580327 | val_loss: 0.000592174 | Time: 1660.38 ms [2020-12-10 09:24:11 main:581] : INFO : Epoch 745 | loss: 0.000607101 | val_loss: 0.000778527 | Time: 1633.69 ms [2020-12-10 09:24:12 main:581] : INFO : Epoch 746 | loss: 0.000699915 | val_loss: 0.00062965 | Time: 1640 ms [2020-12-10 09:24:14 main:581] : INFO : Epoch 747 | loss: 0.000596122 | val_loss: 0.000598808 | Time: 1618.59 ms [2020-12-10 09:24:15 main:581] : INFO : Epoch 748 | loss: 0.000579259 | val_loss: 0.000586882 | Time: 1640.33 ms [2020-12-10 09:24:17 main:581] : INFO : Epoch 749 | loss: 0.000673992 | val_loss: 0.000925814 | Time: 1653.19 ms [2020-12-10 09:24:19 main:581] : INFO : Epoch 750 | loss: 0.000691429 | val_loss: 0.000644258 | Time: 1627.4 ms [2020-12-10 09:24:20 main:581] : INFO : Epoch 751 | loss: 0.000600641 | val_loss: 0.000596477 | Time: 1618.64 ms [2020-12-10 09:24:22 main:581] : INFO : Epoch 752 | loss: 0.000602362 | val_loss: 0.000802687 | Time: 1649.24 ms [2020-12-10 09:24:24 main:581] : INFO : Epoch 753 | loss: 0.000662664 | val_loss: 0.000601322 | Time: 1620.84 ms [2020-12-10 09:24:25 main:581] : INFO : Epoch 754 | loss: 0.000591935 | val_loss: 0.000640174 | Time: 1630.85 ms [2020-12-10 09:24:27 main:581] : INFO : Epoch 755 | loss: 0.000663444 | val_loss: 0.000617232 | Time: 1633.18 ms [2020-12-10 09:24:28 main:581] : INFO : Epoch 756 | loss: 0.000590554 | val_loss: 0.000602688 | Time: 1632.42 ms [2020-12-10 09:24:30 main:581] : INFO : Epoch 757 | loss: 0.000675884 | val_loss: 0.000888696 | Time: 1627.42 ms [2020-12-10 09:24:32 main:581] : INFO : Epoch 758 | loss: 0.000676074 | val_loss: 0.000614078 | Time: 1610.28 ms [2020-12-10 09:24:33 main:581] : INFO : Epoch 759 | loss: 0.000589363 | val_loss: 0.000592737 | Time: 1635.32 ms [2020-12-10 09:24:35 main:581] : INFO : Epoch 760 | loss: 0.000653645 | val_loss: 0.000746201 | Time: 1621.91 ms [2020-12-10 09:24:37 main:581] : INFO : Epoch 761 | loss: 0.000616597 | val_loss: 0.000600224 | Time: 1619.19 ms [2020-12-10 09:24:38 main:581] : INFO : Epoch 762 | loss: 0.000574954 | val_loss: 0.000584085 | Time: 1640.63 ms [2020-12-10 09:24:40 main:581] : INFO : Epoch 763 | loss: 0.000624975 | val_loss: 0.000671798 | Time: 1624.83 ms [2020-12-10 09:24:42 main:581] : INFO : Epoch 764 | loss: 0.000617942 | val_loss: 0.000598285 | Time: 1638.72 ms [2020-12-10 09:24:43 main:581] : INFO : Epoch 765 | loss: 0.000579032 | val_loss: 0.000589608 | Time: 1612.12 ms [2020-12-10 09:24:45 main:581] : INFO : Epoch 766 | loss: 0.0007387 | val_loss: 0.000680549 | Time: 1618.31 ms [2020-12-10 09:24:46 main:581] : INFO : Epoch 767 | loss: 0.000636595 | val_loss: 0.000616019 | Time: 1637.78 ms [2020-12-10 09:24:48 main:581] : INFO : Epoch 768 | loss: 0.000580489 | val_loss: 0.000580585 | Time: 1629.17 ms [2020-12-10 09:24:50 main:581] : INFO : Epoch 769 | loss: 0.000578541 | val_loss: 0.000648558 | Time: 1628.07 ms [2020-12-10 09:24:51 main:581] : INFO : Epoch 770 | loss: 0.000726051 | val_loss: 0.000698005 | Time: 1633.65 ms [2020-12-10 09:24:53 main:581] : INFO : Epoch 771 | loss: 0.000612344 | val_loss: 0.000586995 | Time: 1642.41 ms [2020-12-10 09:24:55 main:581] : INFO : Epoch 772 | loss: 0.000568269 | val_loss: 0.000585962 | Time: 1617.5 ms [2020-12-10 09:24:56 main:581] : INFO : Epoch 773 | loss: 0.000652661 | val_loss: 0.00061256 | Time: 1631.88 ms [2020-12-10 09:24:58 main:581] : INFO : Epoch 774 | loss: 0.000597891 | val_loss: 0.000619946 | Time: 1636.45 ms [2020-12-10 09:24:59 main:581] : INFO : Epoch 775 | loss: 0.000634089 | val_loss: 0.000623055 | Time: 1628.59 ms [2020-12-10 09:25:01 main:581] : INFO : Epoch 776 | loss: 0.000582643 | val_loss: 0.000586477 | Time: 1632.28 ms [2020-12-10 09:25:03 main:581] : INFO : Epoch 777 | loss: 0.000591943 | val_loss: 0.000690993 | Time: 1631.24 ms [2020-12-10 09:25:04 main:581] : INFO : Epoch 778 | loss: 0.000774703 | val_loss: 0.000677444 | Time: 1623.16 ms [2020-12-10 09:25:06 main:581] : INFO : Epoch 779 | loss: 0.00061146 | val_loss: 0.000592906 | Time: 1630.96 ms [2020-12-10 09:25:08 main:581] : INFO : Epoch 780 | loss: 0.000567824 | val_loss: 0.000568856 | Time: 1651.59 ms [2020-12-10 09:25:09 main:581] : INFO : Epoch 781 | loss: 0.000555226 | val_loss: 0.000580444 | Time: 1634.41 ms [2020-12-10 09:25:11 main:581] : INFO : Epoch 782 | loss: 0.000763803 | val_loss: 0.000807037 | Time: 1621.27 ms [2020-12-10 09:25:13 main:581] : INFO : Epoch 783 | loss: 0.000656764 | val_loss: 0.00061752 | Time: 1638.48 ms [2020-12-10 09:25:14 main:581] : INFO : Epoch 784 | loss: 0.000573299 | val_loss: 0.000575002 | Time: 1641 ms [2020-12-10 09:25:16 main:581] : INFO : Epoch 785 | loss: 0.000553017 | val_loss: 0.00055991 | Time: 1632.89 ms [2020-12-10 09:25:17 main:581] : INFO : Epoch 786 | loss: 0.000615214 | val_loss: 0.000935216 | Time: 1630.97 ms [2020-12-10 09:25:19 main:581] : INFO : Epoch 787 | loss: 0.000656224 | val_loss: 0.000582928 | Time: 1625.56 ms [2020-12-10 09:25:21 main:581] : INFO : Epoch 788 | loss: 0.000565834 | val_loss: 0.000568259 | Time: 1630.64 ms [2020-12-10 09:25:22 main:581] : INFO : Epoch 789 | loss: 0.000781259 | val_loss: 0.000673042 | Time: 1624.31 ms [2020-12-10 09:25:24 main:581] : INFO : Epoch 790 | loss: 0.000620973 | val_loss: 0.000582841 | Time: 1636.68 ms [2020-12-10 09:25:26 main:581] : INFO : Epoch 791 | loss: 0.000562803 | val_loss: 0.000563087 | Time: 1641.24 ms [2020-12-10 09:25:27 main:581] : INFO : Epoch 792 | loss: 0.000577062 | val_loss: 0.000830984 | Time: 1656.08 ms [2020-12-10 09:25:29 main:581] : INFO : Epoch 793 | loss: 0.00068507 | val_loss: 0.000672103 | Time: 1649.64 ms [2020-12-10 09:25:30 main:581] : INFO : Epoch 794 | loss: 0.000597072 | val_loss: 0.000568692 | Time: 1620.84 ms [2020-12-10 09:25:32 main:581] : INFO : Epoch 795 | loss: 0.000552621 | val_loss: 0.000558893 | Time: 1620.67 ms [2020-12-10 09:25:34 main:581] : INFO : Epoch 796 | loss: 0.00054783 | val_loss: 0.000558873 | Time: 1609.71 ms [2020-12-10 09:25:35 main:581] : INFO : Epoch 797 | loss: 0.000705022 | val_loss: 0.000646254 | Time: 1609.25 ms [2020-12-10 09:25:37 main:581] : INFO : Epoch 798 | loss: 0.000590953 | val_loss: 0.000562851 | Time: 1607.8 ms [2020-12-10 09:25:39 main:581] : INFO : Epoch 799 | loss: 0.000546687 | val_loss: 0.000553908 | Time: 1606.7 ms [2020-12-10 09:25:40 main:581] : INFO : Epoch 800 | loss: 0.000561774 | val_loss: 0.000639547 | Time: 1637.04 ms [2020-12-10 09:25:42 main:581] : INFO : Epoch 801 | loss: 0.000805314 | val_loss: 0.000762609 | Time: 1644.95 ms [2020-12-10 09:25:43 main:581] : INFO : Epoch 802 | loss: 0.000616785 | val_loss: 0.000577067 | Time: 1624.58 ms [2020-12-10 09:25:45 main:581] : INFO : Epoch 803 | loss: 0.000555968 | val_loss: 0.000553234 | Time: 1658.5 ms [2020-12-10 09:25:47 main:581] : INFO : Epoch 804 | loss: 0.000542691 | val_loss: 0.000562864 | Time: 1668.75 ms [2020-12-10 09:25:48 main:581] : INFO : Epoch 805 | loss: 0.000562415 | val_loss: 0.000583341 | Time: 1673.33 ms [2020-12-10 09:25:50 main:581] : INFO : Epoch 806 | loss: 0.000564606 | val_loss: 0.000593729 | Time: 1644.73 ms [2020-12-10 09:25:52 main:581] : INFO : Epoch 807 | loss: 0.000654175 | val_loss: 0.000653986 | Time: 1621.73 ms [2020-12-10 09:25:53 main:581] : INFO : Epoch 808 | loss: 0.000596424 | val_loss: 0.000577534 | Time: 1615.04 ms [2020-12-10 09:25:55 main:581] : INFO : Epoch 809 | loss: 0.000553374 | val_loss: 0.000551792 | Time: 1626.56 ms [2020-12-10 09:25:57 main:581] : INFO : Epoch 810 | loss: 0.000587082 | val_loss: 0.000770027 | Time: 1644.19 ms [2020-12-10 09:25:58 main:581] : INFO : Epoch 811 | loss: 0.000723029 | val_loss: 0.000640614 | Time: 1645.67 ms [2020-12-10 09:26:00 main:581] : INFO : Epoch 812 | loss: 0.000571426 | val_loss: 0.000556627 | Time: 1660.1 ms [2020-12-10 09:26:02 main:581] : INFO : Epoch 813 | loss: 0.000537546 | val_loss: 0.000541902 | Time: 1640.08 ms [2020-12-10 09:26:03 main:581] : INFO : Epoch 814 | loss: 0.000538226 | val_loss: 0.00063259 | Time: 1644.35 ms [2020-12-10 09:26:05 main:581] : INFO : Epoch 815 | loss: 0.000738387 | val_loss: 0.000598649 | Time: 1627.72 ms [2020-12-10 09:26:06 main:581] : INFO : Epoch 816 | loss: 0.000571451 | val_loss: 0.000575496 | Time: 1633.77 ms [2020-12-10 09:26:08 main:581] : INFO : Epoch 817 | loss: 0.000545344 | val_loss: 0.000536717 | Time: 1622.04 ms [2020-12-10 09:26:10 main:581] : INFO : Epoch 818 | loss: 0.000609505 | val_loss: 0.000553898 | Time: 1623.2 ms [2020-12-10 09:26:11 main:581] : INFO : Epoch 819 | loss: 0.000521145 | val_loss: 0.000510996 | Time: 1616 ms [2020-12-10 09:26:13 main:581] : INFO : Epoch 820 | loss: 0.000513487 | val_loss: 0.000602814 | Time: 1626.63 ms [2020-12-10 09:26:15 main:581] : INFO : Epoch 821 | loss: 0.000513769 | val_loss: 0.000493272 | Time: 1614.92 ms [2020-12-10 09:26:16 main:581] : INFO : Epoch 822 | loss: 0.000505757 | val_loss: 0.000545842 | Time: 1647.33 ms [2020-12-10 09:26:18 main:581] : INFO : Epoch 823 | loss: 0.000487518 | val_loss: 0.000468116 | Time: 1631.95 ms [2020-12-10 09:26:19 main:581] : INFO : Epoch 824 | loss: 0.00054706 | val_loss: 0.000779423 | Time: 1616.02 ms [2020-12-10 09:26:21 main:581] : INFO : Epoch 825 | loss: 0.000519599 | val_loss: 0.00044236 | Time: 1619.89 ms [2020-12-10 09:26:23 main:581] : INFO : Epoch 826 | loss: 0.000417567 | val_loss: 0.000406158 | Time: 1644.98 ms [2020-12-10 09:26:24 main:581] : INFO : Epoch 827 | loss: 0.000644227 | val_loss: 0.000724593 | Time: 1645.98 ms [2020-12-10 09:26:26 main:581] : INFO : Epoch 828 | loss: 0.000520513 | val_loss: 0.000439648 | Time: 1635.02 ms [2020-12-10 09:26:28 main:581] : INFO : Epoch 829 | loss: 0.000409287 | val_loss: 0.000397826 | Time: 1662.48 ms [2020-12-10 09:26:29 main:581] : INFO : Epoch 830 | loss: 0.000379277 | val_loss: 0.000380701 | Time: 1679.76 ms [2020-12-10 09:26:31 main:581] : INFO : Epoch 831 | loss: 0.000375657 | val_loss: 0.000411002 | Time: 1645.16 ms [2020-12-10 09:26:33 main:581] : INFO : Epoch 832 | loss: 0.000472286 | val_loss: 0.000430389 | Time: 1641.59 ms [2020-12-10 09:26:34 main:581] : INFO : Epoch 833 | loss: 0.000383001 | val_loss: 0.000374541 | Time: 1629.75 ms [2020-12-10 09:26:36 main:581] : INFO : Epoch 834 | loss: 0.000559969 | val_loss: 0.000573395 | Time: 1629.76 ms [2020-12-10 09:26:38 main:581] : INFO : Epoch 835 | loss: 0.000485973 | val_loss: 0.000415645 | Time: 1638.13 ms [2020-12-10 09:26:39 main:581] : INFO : Epoch 836 | loss: 0.000379461 | val_loss: 0.000373381 | Time: 1653.42 ms [2020-12-10 09:26:41 main:581] : INFO : Epoch 837 | loss: 0.000355438 | val_loss: 0.000368789 | Time: 1647 ms [2020-12-10 09:26:42 main:581] : INFO : Epoch 838 | loss: 0.000381688 | val_loss: 0.000375823 | Time: 1647.65 ms [2020-12-10 09:26:44 main:581] : INFO : Epoch 839 | loss: 0.000369442 | val_loss: 0.000401076 | Time: 1642.85 ms [2020-12-10 09:26:46 main:581] : INFO : Epoch 840 | loss: 0.000366553 | val_loss: 0.000399884 | Time: 1641.11 ms [2020-12-10 09:26:47 main:581] : INFO : Epoch 841 | loss: 0.000363697 | val_loss: 0.000356116 | Time: 1678.65 ms [2020-12-10 09:26:49 main:581] : INFO : Epoch 842 | loss: 0.000434879 | val_loss: 0.000441578 | Time: 1642.35 ms [2020-12-10 09:26:51 main:581] : INFO : Epoch 843 | loss: 0.00036616 | val_loss: 0.000362583 | Time: 1630.67 ms [2020-12-10 09:26:52 main:581] : INFO : Epoch 844 | loss: 0.000338577 | val_loss: 0.000357477 | Time: 1623.15 ms [2020-12-10 09:26:54 main:581] : INFO : Epoch 845 | loss: 0.000425538 | val_loss: 0.000370358 | Time: 1622.09 ms [2020-12-10 09:26:56 main:581] : INFO : Epoch 846 | loss: 0.000360491 | val_loss: 0.000356996 | Time: 1627.29 ms [2020-12-10 09:26:57 main:581] : INFO : Epoch 847 | loss: 0.000334816 | val_loss: 0.000333025 | Time: 1620.18 ms [2020-12-10 09:26:59 main:581] : INFO : Epoch 848 | loss: 0.000335139 | val_loss: 0.000478473 | Time: 1633.55 ms [2020-12-10 09:27:00 main:581] : INFO : Epoch 849 | loss: 0.000498654 | val_loss: 0.000416831 | Time: 1623.93 ms [2020-12-10 09:27:02 main:581] : INFO : Epoch 850 | loss: 0.000352035 | val_loss: 0.000339128 | Time: 1644.77 ms [2020-12-10 09:27:04 main:581] : INFO : Epoch 851 | loss: 0.000320613 | val_loss: 0.000328437 | Time: 1621.59 ms [2020-12-10 09:27:05 main:581] : INFO : Epoch 852 | loss: 0.000371626 | val_loss: 0.000476514 | Time: 1632.69 ms [2020-12-10 09:27:07 main:581] : INFO : Epoch 853 | loss: 0.000406538 | val_loss: 0.000366679 | Time: 1622.75 ms [2020-12-10 09:27:09 main:581] : INFO : Epoch 854 | loss: 0.000328789 | val_loss: 0.000328625 | Time: 1615.98 ms [2020-12-10 09:27:10 main:581] : INFO : Epoch 855 | loss: 0.000315871 | val_loss: 0.000339961 | Time: 1619.27 ms [2020-12-10 09:27:12 main:581] : INFO : Epoch 856 | loss: 0.000378045 | val_loss: 0.000382245 | Time: 1616.74 ms [2020-12-10 09:27:13 main:581] : INFO : Epoch 857 | loss: 0.000338442 | val_loss: 0.000332893 | Time: 1621.81 ms [2020-12-10 09:27:15 main:581] : INFO : Epoch 858 | loss: 0.00031297 | val_loss: 0.000328161 | Time: 1610.78 ms [2020-12-10 09:27:17 main:581] : INFO : Epoch 859 | loss: 0.00044945 | val_loss: 0.000434078 | Time: 1615.95 ms [2020-12-10 09:27:18 main:581] : INFO : Epoch 860 | loss: 0.000369016 | val_loss: 0.000334872 | Time: 1634.66 ms [2020-12-10 09:27:20 main:581] : INFO : Epoch 861 | loss: 0.00031596 | val_loss: 0.000314757 | Time: 1613.01 ms [2020-12-10 09:27:22 main:581] : INFO : Epoch 862 | loss: 0.000299015 | val_loss: 0.000309396 | Time: 1618.92 ms [2020-12-10 09:27:23 main:581] : INFO : Epoch 863 | loss: 0.000514226 | val_loss: 0.00048669 | Time: 1620.97 ms [2020-12-10 09:27:25 main:581] : INFO : Epoch 864 | loss: 0.000418725 | val_loss: 0.000357967 | Time: 1607.64 ms [2020-12-10 09:27:26 main:581] : INFO : Epoch 865 | loss: 0.000313203 | val_loss: 0.000310929 | Time: 1613.52 ms [2020-12-10 09:27:28 main:581] : INFO : Epoch 866 | loss: 0.000293173 | val_loss: 0.000303595 | Time: 1622.75 ms [2020-12-10 09:27:30 main:581] : INFO : Epoch 867 | loss: 0.000313163 | val_loss: 0.00078075 | Time: 1624.92 ms [2020-12-10 09:27:31 main:581] : INFO : Epoch 868 | loss: 0.000553582 | val_loss: 0.000376597 | Time: 1623.14 ms [2020-12-10 09:27:33 main:581] : INFO : Epoch 869 | loss: 0.000327965 | val_loss: 0.000309079 | Time: 1622.67 ms [2020-12-10 09:27:35 main:581] : INFO : Epoch 870 | loss: 0.000289683 | val_loss: 0.000293254 | Time: 1624.78 ms [2020-12-10 09:27:36 main:581] : INFO : Epoch 871 | loss: 0.000314109 | val_loss: 0.000476375 | Time: 1624.52 ms [2020-12-10 09:27:38 main:581] : INFO : Epoch 872 | loss: 0.000337196 | val_loss: 0.000320145 | Time: 1623.85 ms [2020-12-10 09:27:39 main:581] : INFO : Epoch 873 | loss: 0.000287722 | val_loss: 0.000307159 | Time: 1625.27 ms [2020-12-10 09:27:41 main:581] : INFO : Epoch 874 | loss: 0.00033072 | val_loss: 0.00032792 | Time: 1622.57 ms [2020-12-10 09:27:43 main:581] : INFO : Epoch 875 | loss: 0.000287866 | val_loss: 0.000306245 | Time: 1616.51 ms [2020-12-10 09:27:44 main:581] : INFO : Epoch 876 | loss: 0.000344652 | val_loss: 0.000360445 | Time: 1611.2 ms [2020-12-10 09:27:46 main:581] : INFO : Epoch 877 | loss: 0.000302062 | val_loss: 0.000299697 | Time: 1618.14 ms [2020-12-10 09:27:47 main:581] : INFO : Epoch 878 | loss: 0.000281959 | val_loss: 0.000289876 | Time: 1623.91 ms [2020-12-10 09:27:49 main:581] : INFO : Epoch 879 | loss: 0.000278956 | val_loss: 0.000341519 | Time: 1617.95 ms [2020-12-10 09:27:51 main:581] : INFO : Epoch 880 | loss: 0.00056327 | val_loss: 0.000466644 | Time: 1622.98 ms [2020-12-10 09:27:52 main:581] : INFO : Epoch 881 | loss: 0.000411862 | val_loss: 0.000368799 | Time: 1630.57 ms [2020-12-10 09:27:54 main:581] : INFO : Epoch 882 | loss: 0.000304834 | val_loss: 0.000291408 | Time: 1617.64 ms [2020-12-10 09:27:56 main:581] : INFO : Epoch 883 | loss: 0.000264585 | val_loss: 0.000291603 | Time: 1615.96 ms [2020-12-10 09:27:57 main:581] : INFO : Epoch 884 | loss: 0.000406106 | val_loss: 0.000331056 | Time: 1618.4 ms [2020-12-10 09:27:59 main:581] : INFO : Epoch 885 | loss: 0.000286426 | val_loss: 0.000279283 | Time: 1613.7 ms [2020-12-10 09:28:00 main:581] : INFO : Epoch 886 | loss: 0.000256374 | val_loss: 0.000263123 | Time: 1624.85 ms [2020-12-10 09:28:02 main:581] : INFO : Epoch 887 | loss: 0.000374809 | val_loss: 0.000410832 | Time: 1629.07 ms [2020-12-10 09:28:04 main:581] : INFO : Epoch 888 | loss: 0.000336192 | val_loss: 0.000291524 | Time: 1624.53 ms [2020-12-10 09:28:05 main:581] : INFO : Epoch 889 | loss: 0.000263013 | val_loss: 0.00026223 | Time: 1626.65 ms [2020-12-10 09:28:07 main:581] : INFO : Epoch 890 | loss: 0.000246857 | val_loss: 0.00030235 | Time: 1628.03 ms [2020-12-10 09:28:09 main:581] : INFO : Epoch 891 | loss: 0.000393352 | val_loss: 0.000310863 | Time: 1625.82 ms [2020-12-10 09:28:10 main:581] : INFO : Epoch 892 | loss: 0.000267493 | val_loss: 0.000262001 | Time: 1634.74 ms [2020-12-10 09:28:12 main:581] : INFO : Epoch 893 | loss: 0.000239426 | val_loss: 0.000249025 | Time: 1628.68 ms [2020-12-10 09:28:13 main:581] : INFO : Epoch 894 | loss: 0.000247706 | val_loss: 0.000380106 | Time: 1626.54 ms [2020-12-10 09:28:15 main:581] : INFO : Epoch 895 | loss: 0.000371084 | val_loss: 0.000305293 | Time: 1623.56 ms [2020-12-10 09:28:17 main:581] : INFO : Epoch 896 | loss: 0.000258088 | val_loss: 0.00025451 | Time: 1624 ms [2020-12-10 09:28:18 main:581] : INFO : Epoch 897 | loss: 0.000229803 | val_loss: 0.000237892 | Time: 1623.75 ms [2020-12-10 09:28:20 main:581] : INFO : Epoch 898 | loss: 0.000256008 | val_loss: 0.000390281 | Time: 1622.6 ms [2020-12-10 09:28:22 main:581] : INFO : Epoch 899 | loss: 0.000278374 | val_loss: 0.000256936 | Time: 1623.22 ms [2020-12-10 09:28:23 main:581] : INFO : Epoch 900 | loss: 0.000230916 | val_loss: 0.000233035 | Time: 1622.91 ms [2020-12-10 09:28:25 main:581] : INFO : Epoch 901 | loss: 0.000229851 | val_loss: 0.000257585 | Time: 1622.59 ms [2020-12-10 09:28:26 main:581] : INFO : Epoch 902 | loss: 0.000224101 | val_loss: 0.000236376 | Time: 1639.56 ms [2020-12-10 09:28:28 main:581] : INFO : Epoch 903 | loss: 0.000263938 | val_loss: 0.000243232 | Time: 1623.59 ms [2020-12-10 09:28:30 main:581] : INFO : Epoch 904 | loss: 0.000691598 | val_loss: 0.000585612 | Time: 1627.33 ms [2020-12-10 09:28:31 main:581] : INFO : Epoch 905 | loss: 0.000500776 | val_loss: 0.000349916 | Time: 1625.52 ms [2020-12-10 09:28:33 main:581] : INFO : Epoch 906 | loss: 0.000276017 | val_loss: 0.000246175 | Time: 1626.1 ms [2020-12-10 09:28:35 main:581] : INFO : Epoch 907 | loss: 0.000217302 | val_loss: 0.000219549 | Time: 1628.16 ms [2020-12-10 09:28:36 main:581] : INFO : Epoch 908 | loss: 0.000200417 | val_loss: 0.000210339 | Time: 1636.58 ms [2020-12-10 09:28:38 main:581] : INFO : Epoch 909 | loss: 0.000194293 | val_loss: 0.00021994 | Time: 1625.65 ms [2020-12-10 09:28:40 main:581] : INFO : Epoch 910 | loss: 0.00034355 | val_loss: 0.00026421 | Time: 1625.99 ms [2020-12-10 09:28:41 main:581] : INFO : Epoch 911 | loss: 0.000231917 | val_loss: 0.000216805 | Time: 1617.44 ms [2020-12-10 09:28:43 main:581] : INFO : Epoch 912 | loss: 0.000197217 | val_loss: 0.000204056 | Time: 1622.48 ms [2020-12-10 09:28:44 main:581] : INFO : Epoch 913 | loss: 0.000187036 | val_loss: 0.000201581 | Time: 1623.24 ms [2020-12-10 09:28:46 main:581] : INFO : Epoch 914 | loss: 0.00024623 | val_loss: 0.000289722 | Time: 1629.82 ms [2020-12-10 09:28:48 main:581] : INFO : Epoch 915 | loss: 0.000244432 | val_loss: 0.000211663 | Time: 1624.79 ms [2020-12-10 09:28:49 main:581] : INFO : Epoch 916 | loss: 0.000186051 | val_loss: 0.000193309 | Time: 1624.68 ms [2020-12-10 09:28:51 main:581] : INFO : Epoch 917 | loss: 0.000176661 | val_loss: 0.00018881 | Time: 1618.47 ms [2020-12-10 09:28:52 main:581] : INFO : Epoch 918 | loss: 0.000173208 | val_loss: 0.000187831 | Time: 1615.53 ms [2020-12-10 09:28:54 main:581] : INFO : Epoch 919 | loss: 0.000176083 | val_loss: 0.00020782 | Time: 1625.45 ms [2020-12-10 09:28:56 main:581] : INFO : Epoch 920 | loss: 0.000238907 | val_loss: 0.000207706 | Time: 1611.29 ms [2020-12-10 09:28:57 main:581] : INFO : Epoch 921 | loss: 0.000189397 | val_loss: 0.000183025 | Time: 1621.54 ms [2020-12-10 09:28:59 main:581] : INFO : Epoch 922 | loss: 0.000171576 | val_loss: 0.000183864 | Time: 1622.89 ms [2020-12-10 09:29:01 main:581] : INFO : Epoch 923 | loss: 0.000193118 | val_loss: 0.000324142 | Time: 1619.01 ms [2020-12-10 09:29:02 main:581] : INFO : Epoch 924 | loss: 0.000215695 | val_loss: 0.000189233 | Time: 1605.38 ms [2020-12-10 09:29:04 main:581] : INFO : Epoch 925 | loss: 0.000170727 | val_loss: 0.000185997 | Time: 1629.8 ms [2020-12-10 09:29:05 main:581] : INFO : Epoch 926 | loss: 0.00018581 | val_loss: 0.000201912 | Time: 1670 ms [2020-12-10 09:29:07 main:581] : INFO : Epoch 927 | loss: 0.00017353 | val_loss: 0.000177412 | Time: 1716 ms [2020-12-10 09:29:09 main:581] : INFO : Epoch 928 | loss: 0.000171678 | val_loss: 0.00019905 | Time: 1708.63 ms [2020-12-10 09:29:11 main:581] : INFO : Epoch 929 | loss: 0.00020415 | val_loss: 0.000230348 | Time: 1713.05 ms [2020-12-10 09:29:12 main:581] : INFO : Epoch 930 | loss: 0.000192188 | val_loss: 0.000183624 | Time: 1700.34 ms [2020-12-10 09:29:14 main:581] : INFO : Epoch 931 | loss: 0.00016431 | val_loss: 0.000190359 | Time: 1701.99 ms [2020-12-10 09:29:16 main:581] : INFO : Epoch 932 | loss: 0.000212963 | val_loss: 0.000215939 | Time: 1707.52 ms [2020-12-10 09:29:17 main:581] : INFO : Epoch 933 | loss: 0.000172077 | val_loss: 0.000180344 | Time: 1683.81 ms [2020-12-10 09:29:19 main:581] : INFO : Epoch 934 | loss: 0.000202237 | val_loss: 0.000179493 | Time: 1669.42 ms [2020-12-10 09:29:21 main:581] : INFO : Epoch 935 | loss: 0.000164552 | val_loss: 0.000169344 | Time: 1634.15 ms [2020-12-10 09:29:22 main:581] : INFO : Epoch 936 | loss: 0.000156 | val_loss: 0.000165835 | Time: 1653.65 ms [2020-12-10 09:29:24 main:581] : INFO : Epoch 937 | loss: 0.00017484 | val_loss: 0.000326632 | Time: 1645.76 ms [2020-12-10 09:29:26 main:581] : INFO : Epoch 938 | loss: 0.00026407 | val_loss: 0.000210785 | Time: 1618.84 ms [2020-12-10 09:29:27 main:581] : INFO : Epoch 939 | loss: 0.000176025 | val_loss: 0.000171364 | Time: 1635.57 ms [2020-12-10 09:29:29 main:581] : INFO : Epoch 940 | loss: 0.000154378 | val_loss: 0.000165287 | Time: 1621.37 ms [2020-12-10 09:29:31 main:581] : INFO : Epoch 941 | loss: 0.000148516 | val_loss: 0.00017333 | Time: 1620.49 ms [2020-12-10 09:29:32 main:581] : INFO : Epoch 942 | loss: 0.000228371 | val_loss: 0.000221488 | Time: 1617.09 ms [2020-12-10 09:29:34 main:581] : INFO : Epoch 943 | loss: 0.000174404 | val_loss: 0.000174352 | Time: 1621.77 ms [2020-12-10 09:29:35 main:581] : INFO : Epoch 944 | loss: 0.000153989 | val_loss: 0.000188069 | Time: 1650.48 ms [2020-12-10 09:29:37 main:581] : INFO : Epoch 945 | loss: 0.000205643 | val_loss: 0.000186425 | Time: 1615.63 ms [2020-12-10 09:29:39 main:581] : INFO : Epoch 946 | loss: 0.000160294 | val_loss: 0.000186668 | Time: 1609.35 ms [2020-12-10 09:29:40 main:581] : INFO : Epoch 947 | loss: 0.00021657 | val_loss: 0.00018132 | Time: 1622.55 ms [2020-12-10 09:29:42 main:581] : INFO : Epoch 948 | loss: 0.000157231 | val_loss: 0.000162815 | Time: 1610.16 ms [2020-12-10 09:29:43 main:581] : INFO : Epoch 949 | loss: 0.000146424 | val_loss: 0.000158779 | Time: 1608.65 ms [2020-12-10 09:29:45 main:581] : INFO : Epoch 950 | loss: 0.000174756 | val_loss: 0.000354625 | Time: 1602.8 ms [2020-12-10 09:29:47 main:581] : INFO : Epoch 951 | loss: 0.000238954 | val_loss: 0.000186213 | Time: 1609.46 ms [2020-12-10 09:29:48 main:581] : INFO : Epoch 952 | loss: 0.000157293 | val_loss: 0.000170643 | Time: 1610.6 ms [2020-12-10 09:29:50 main:581] : INFO : Epoch 953 | loss: 0.000154141 | val_loss: 0.00015674 | Time: 1643.48 ms [2020-12-10 09:29:52 main:581] : INFO : Epoch 954 | loss: 0.000142541 | val_loss: 0.00015503 | Time: 1612.27 ms [2020-12-10 09:29:53 main:581] : INFO : Epoch 955 | loss: 0.000196174 | val_loss: 0.000418718 | Time: 1646.27 ms [2020-12-10 09:29:55 main:581] : INFO : Epoch 956 | loss: 0.00025345 | val_loss: 0.00022992 | Time: 1639.81 ms [2020-12-10 09:29:56 main:581] : INFO : Epoch 957 | loss: 0.000180204 | val_loss: 0.00019455 | Time: 1631.25 ms [2020-12-10 09:29:58 main:581] : INFO : Epoch 958 | loss: 0.000161904 | val_loss: 0.000159413 | Time: 1629.83 ms [2020-12-10 09:30:00 main:581] : INFO : Epoch 959 | loss: 0.000142666 | val_loss: 0.000156363 | Time: 1633.1 ms [2020-12-10 09:30:01 main:581] : INFO : Epoch 960 | loss: 0.000149118 | val_loss: 0.000174909 | Time: 1627.69 ms [2020-12-10 09:30:03 main:581] : INFO : Epoch 961 | loss: 0.000190523 | val_loss: 0.00019775 | Time: 1624.84 ms [2020-12-10 09:30:05 main:581] : INFO : Epoch 962 | loss: 0.000169404 | val_loss: 0.000166164 | Time: 1626.62 ms [2020-12-10 09:30:06 main:581] : INFO : Epoch 963 | loss: 0.000144716 | val_loss: 0.000156448 | Time: 1626.13 ms [2020-12-10 09:30:08 main:581] : INFO : Epoch 964 | loss: 0.000148444 | val_loss: 0.00016867 | Time: 1632.8 ms [2020-12-10 09:30:10 main:581] : INFO : Epoch 965 | loss: 0.000217544 | val_loss: 0.000202095 | Time: 1637.68 ms [2020-12-10 09:30:11 main:581] : INFO : Epoch 966 | loss: 0.000167174 | val_loss: 0.000171882 | Time: 1629.92 ms [2020-12-10 09:30:13 main:581] : INFO : Epoch 967 | loss: 0.000143946 | val_loss: 0.000154137 | Time: 1625.75 ms [2020-12-10 09:30:14 main:581] : INFO : Epoch 968 | loss: 0.000180547 | val_loss: 0.000157859 | Time: 1625.8 ms [2020-12-10 09:30:16 main:581] : INFO : Epoch 969 | loss: 0.000149747 | val_loss: 0.0001566 | Time: 1625.6 ms [2020-12-10 09:30:18 main:581] : INFO : Epoch 970 | loss: 0.000140323 | val_loss: 0.000160148 | Time: 1630.82 ms [2020-12-10 09:30:19 main:581] : INFO : Epoch 971 | loss: 0.000172129 | val_loss: 0.000170823 | Time: 1626.74 ms [2020-12-10 09:30:21 main:581] : INFO : Epoch 972 | loss: 0.000152069 | val_loss: 0.000160607 | Time: 1633.97 ms [2020-12-10 09:30:23 main:581] : INFO : Epoch 973 | loss: 0.000178258 | val_loss: 0.000293973 | Time: 1626.58 ms [2020-12-10 09:30:24 main:581] : INFO : Epoch 974 | loss: 0.000187708 | val_loss: 0.000167061 | Time: 1635.42 ms [2020-12-10 09:30:26 main:581] : INFO : Epoch 975 | loss: 0.000142524 | val_loss: 0.000155189 | Time: 1628.2 ms [2020-12-10 09:30:27 main:581] : INFO : Epoch 976 | loss: 0.000140582 | val_loss: 0.000198383 | Time: 1633.65 ms [2020-12-10 09:30:29 main:581] : INFO : Epoch 977 | loss: 0.000248946 | val_loss: 0.000191046 | Time: 1606.75 ms [2020-12-10 09:30:31 main:581] : INFO : Epoch 978 | loss: 0.000157163 | val_loss: 0.000161081 | Time: 1631.09 ms [2020-12-10 09:30:32 main:581] : INFO : Epoch 979 | loss: 0.000140584 | val_loss: 0.000148955 | Time: 1637.36 ms [2020-12-10 09:30:34 main:581] : INFO : Epoch 980 | loss: 0.00013963 | val_loss: 0.000197909 | Time: 1604.53 ms [2020-12-10 09:30:36 main:581] : INFO : Epoch 981 | loss: 0.000190241 | val_loss: 0.000168026 | Time: 1620.43 ms [2020-12-10 09:30:37 main:581] : INFO : Epoch 982 | loss: 0.00014365 | val_loss: 0.000153181 | Time: 1623.98 ms [2020-12-10 09:30:39 main:581] : INFO : Epoch 983 | loss: 0.000169123 | val_loss: 0.000299245 | Time: 1623.69 ms [2020-12-10 09:30:40 main:581] : INFO : Epoch 984 | loss: 0.000207399 | val_loss: 0.000166995 | Time: 1623.73 ms [2020-12-10 09:30:42 main:581] : INFO : Epoch 985 | loss: 0.000146972 | val_loss: 0.000155866 | Time: 1624.44 ms [2020-12-10 09:30:44 main:581] : INFO : Epoch 986 | loss: 0.000138254 | val_loss: 0.000167999 | Time: 1617.71 ms [2020-12-10 09:30:45 main:581] : INFO : Epoch 987 | loss: 0.000242197 | val_loss: 0.000209166 | Time: 1622.55 ms [2020-12-10 09:30:47 main:581] : INFO : Epoch 988 | loss: 0.000159827 | val_loss: 0.000153029 | Time: 1607.36 ms [2020-12-10 09:30:49 main:581] : INFO : Epoch 989 | loss: 0.000137215 | val_loss: 0.000156011 | Time: 1611.35 ms [2020-12-10 09:30:50 main:581] : INFO : Epoch 990 | loss: 0.00015435 | val_loss: 0.000149342 | Time: 1616.8 ms [2020-12-10 09:30:52 main:581] : INFO : Epoch 991 | loss: 0.000133688 | val_loss: 0.000150827 | Time: 1619.7 ms [2020-12-10 09:30:53 main:581] : INFO : Epoch 992 | loss: 0.000147937 | val_loss: 0.000244642 | Time: 1628.18 ms [2020-12-10 09:30:55 main:581] : INFO : Epoch 993 | loss: 0.000209889 | val_loss: 0.000165478 | Time: 1629.17 ms [2020-12-10 09:30:57 main:581] : INFO : Epoch 994 | loss: 0.000142324 | val_loss: 0.000150881 | Time: 1611.38 ms [2020-12-10 09:30:58 main:581] : INFO : Epoch 995 | loss: 0.000134146 | val_loss: 0.000150016 | Time: 1608.14 ms [2020-12-10 09:31:00 main:581] : INFO : Epoch 996 | loss: 0.000168415 | val_loss: 0.000266759 | Time: 1629 ms [2020-12-10 09:31:01 main:581] : INFO : Epoch 997 | loss: 0.000180819 | val_loss: 0.000166771 | Time: 1630.05 ms [2020-12-10 09:31:03 main:581] : INFO : Epoch 998 | loss: 0.000140318 | val_loss: 0.000147498 | Time: 1622.97 ms [2020-12-10 09:31:05 main:581] : INFO : Epoch 999 | loss: 0.000133586 | val_loss: 0.000171869 | Time: 1620.18 ms [2020-12-10 09:31:06 main:581] : INFO : Epoch 1000 | loss: 0.000243072 | val_loss: 0.000229138 | Time: 1621.92 ms [2020-12-10 09:31:08 main:581] : INFO : Epoch 1001 | loss: 0.000170445 | val_loss: 0.000157458 | Time: 1600.4 ms [2020-12-10 09:31:10 main:581] : INFO : Epoch 1002 | loss: 0.000168709 | val_loss: 0.000194841 | Time: 1602.82 ms [2020-12-10 09:31:11 main:581] : INFO : Epoch 1003 | loss: 0.000142373 | val_loss: 0.000148982 | Time: 1642.18 ms [2020-12-10 09:31:13 main:581] : INFO : Epoch 1004 | loss: 0.000130141 | val_loss: 0.000147428 | Time: 1648.58 ms [2020-12-10 09:31:14 main:581] : INFO : Epoch 1005 | loss: 0.00017824 | val_loss: 0.00019489 | Time: 1619.43 ms [2020-12-10 09:31:16 main:581] : INFO : Epoch 1006 | loss: 0.000163304 | val_loss: 0.000172411 | Time: 1619.19 ms [2020-12-10 09:31:18 main:581] : INFO : Epoch 1007 | loss: 0.000151168 | val_loss: 0.000146337 | Time: 1621.26 ms [2020-12-10 09:31:19 main:581] : INFO : Epoch 1008 | loss: 0.000131427 | val_loss: 0.000145689 | Time: 1612.83 ms [2020-12-10 09:31:21 main:581] : INFO : Epoch 1009 | loss: 0.000133082 | val_loss: 0.000185679 | Time: 1617.19 ms [2020-12-10 09:31:23 main:581] : INFO : Epoch 1010 | loss: 0.000255665 | val_loss: 0.000286335 | Time: 1633.88 ms [2020-12-10 09:31:24 main:581] : INFO : Epoch 1011 | loss: 0.000210489 | val_loss: 0.000183248 | Time: 1638.6 ms [2020-12-10 09:31:26 main:581] : INFO : Epoch 1012 | loss: 0.000143204 | val_loss: 0.000152576 | Time: 1632.49 ms [2020-12-10 09:31:27 main:581] : INFO : Epoch 1013 | loss: 0.000130164 | val_loss: 0.000142335 | Time: 1621.97 ms [2020-12-10 09:31:29 main:581] : INFO : Epoch 1014 | loss: 0.000145529 | val_loss: 0.000250396 | Time: 1629.58 ms [2020-12-10 09:31:31 main:581] : INFO : Epoch 1015 | loss: 0.00020282 | val_loss: 0.000176775 | Time: 1624.81 ms [2020-12-10 09:31:32 main:581] : INFO : Epoch 1016 | loss: 0.000148718 | val_loss: 0.000154926 | Time: 1626.83 ms [2020-12-10 09:31:34 main:581] : INFO : Epoch 1017 | loss: 0.00013208 | val_loss: 0.000154247 | Time: 1612.12 ms [2020-12-10 09:31:36 main:581] : INFO : Epoch 1018 | loss: 0.000165404 | val_loss: 0.000152008 | Time: 1608.3 ms [2020-12-10 09:31:37 main:581] : INFO : Epoch 1019 | loss: 0.000141227 | val_loss: 0.000160797 | Time: 1620.78 ms [2020-12-10 09:31:39 main:581] : INFO : Epoch 1020 | loss: 0.000141413 | val_loss: 0.000157164 | Time: 1624.05 ms [2020-12-10 09:31:40 main:581] : INFO : Epoch 1021 | loss: 0.000147151 | val_loss: 0.000169849 | Time: 1628.09 ms [2020-12-10 09:31:42 main:581] : INFO : Epoch 1022 | loss: 0.000165719 | val_loss: 0.000197808 | Time: 1633.62 ms [2020-12-10 09:31:44 main:581] : INFO : Epoch 1023 | loss: 0.000184294 | val_loss: 0.00017754 | Time: 1614.68 ms [2020-12-10 09:31:45 main:581] : INFO : Epoch 1024 | loss: 0.000145263 | val_loss: 0.000150197 | Time: 1607.78 ms [2020-12-10 09:31:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000150197 [2020-12-10 09:31:45 main:610] : INFO : Saving end state to config to file [2020-12-10 09:31:45 main:615] : INFO : Success, exiting.. 09:31:45 (2391537): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)